Overview
Brought to you by YData
Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 44256 |
| Missing cells | 289474 |
| Missing cells (%) | 23.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.5 MiB |
| Average record size in memory | 224.0 B |
Variable types
| Numeric | 18 |
|---|---|
| Text | 1 |
| Categorical | 7 |
| Unsupported | 2 |
city_name has constant value "Toronto" | Constant |
lat has constant value "43.653226" | Constant |
lon has constant value "-79.383184" | Constant |
clouds_all is highly overall correlated with weather_description and 1 other fields | High correlation |
dew_point is highly overall correlated with feels_like and 4 other fields | High correlation |
feels_like is highly overall correlated with dew_point and 4 other fields | High correlation |
humidity is highly overall correlated with rain_3h and 1 other fields | High correlation |
rain_1h is highly overall correlated with rain_3h and 1 other fields | High correlation |
rain_3h is highly overall correlated with humidity and 1 other fields | High correlation |
snow_1h is highly overall correlated with snow_3h and 1 other fields | High correlation |
snow_3h is highly overall correlated with humidity and 4 other fields | High correlation |
temp is highly overall correlated with dew_point and 4 other fields | High correlation |
temp_max is highly overall correlated with dew_point and 4 other fields | High correlation |
temp_min is highly overall correlated with dew_point and 4 other fields | High correlation |
timezone is highly overall correlated with dew_point and 4 other fields | High correlation |
weather_description is highly overall correlated with clouds_all and 4 other fields | High correlation |
weather_icon is highly overall correlated with clouds_all and 3 other fields | High correlation |
weather_id is highly overall correlated with rain_1h and 5 other fields | High correlation |
weather_main is highly overall correlated with snow_3h and 3 other fields | High correlation |
wind_gust is highly overall correlated with wind_speed | High correlation |
wind_speed is highly overall correlated with wind_gust | High correlation |
visibility has 9162 (20.7%) missing values | Missing |
sea_level has 44256 (100.0%) missing values | Missing |
grnd_level has 44256 (100.0%) missing values | Missing |
wind_gust has 23716 (53.6%) missing values | Missing |
rain_1h has 36961 (83.5%) missing values | Missing |
rain_3h has 43924 (99.2%) missing values | Missing |
snow_1h has 42993 (97.1%) missing values | Missing |
snow_3h has 44206 (99.9%) missing values | Missing |
dt is uniformly distributed | Uniform |
sea_level is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
grnd_level is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
wind_speed has 530 (1.2%) zeros | Zeros |
wind_deg has 1514 (3.4%) zeros | Zeros |
wind_gust has 2343 (5.3%) zeros | Zeros |
clouds_all has 12685 (28.7%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-20 01:25:50.375905 |
|---|---|
| Analysis finished | 2024-10-20 01:26:04.962869 |
| Duration | 14.59 seconds |
| Software version | ydata-profiling vv4.11.0 |
| Download configuration | config.json |
Variables
dt
Real number (ℝ)
Uniform 
| Distinct | 43104 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6265355 × 109 |
| Minimum | 1.5488928 × 109 |
|---|---|
| Maximum | 1.7040636 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | 1.5488928 × 109 |
|---|---|
| 5-th percentile | 1.5565851 × 109 |
| Q1 | 1.5873903 × 109 |
| median | 1.6265754 × 109 |
| Q3 | 1.6657461 × 109 |
| 95-th percentile | 1.6965081 × 109 |
| Maximum | 1.7040636 × 109 |
| Range | 1.551708 × 108 |
| Interquartile range (IQR) | 78355800 |
Descriptive statistics
| Standard deviation | 44942076 |
|---|---|
| Coefficient of variation (CV) | 0.027630554 |
| Kurtosis | -1.2071806 |
| Mean | 1.6265355 × 109 |
| Median Absolute Deviation (MAD) | 39178800 |
| Skewness | -0.00069374225 |
| Sum | 7.1983954 × 1013 |
| Variance | 2.0197902 × 1015 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 1676595600 | 3 | < 0.1% |
| 1626400800 | 3 | < 0.1% |
| 1609848000 | 3 | < 0.1% |
| 1692939600 | 3 | < 0.1% |
| 1631084400 | 3 | < 0.1% |
| 1550718000 | 3 | < 0.1% |
| 1582027200 | 3 | < 0.1% |
| 1550721600 | 3 | < 0.1% |
| 1689242400 | 3 | < 0.1% |
| 1692932400 | 3 | < 0.1% |
| Other values (43094) | 44226 |
| Value | Count | Frequency (%) |
| 1548892800 | 1 | |
| 1548896400 | 1 | |
| 1548900000 | 1 | |
| 1548903600 | 1 | |
| 1548907200 | 1 | |
| 1548910800 | 1 | |
| 1548914400 | 1 | |
| 1548918000 | 1 | |
| 1548921600 | 1 | |
| 1548925200 | 1 |
| Value | Count | Frequency (%) |
| 1704063600 | 2 | |
| 1704060000 | 2 | |
| 1704056400 | 1 | |
| 1704052800 | 2 | |
| 1704049200 | 2 | |
| 1704045600 | 1 | |
| 1704042000 | 1 | |
| 1704038400 | 1 | |
| 1704034800 | 1 | |
| 1704031200 | 1 |
dt_iso
Text
| Distinct | 43104 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 345.9 KiB |
Length
| Max length | 29 |
|---|---|
| Median length | 29 |
| Mean length | 29 |
| Min length | 29 |
Unique
| Unique | 41983 ? |
|---|---|
| Unique (%) | 94.9% |
Sample
| 1st row | 2019-01-31 00:00:00 +0000 UTC |
|---|---|
| 2nd row | 2019-01-31 01:00:00 +0000 UTC |
| 3rd row | 2019-01-31 02:00:00 +0000 UTC |
| 4th row | 2019-01-31 03:00:00 +0000 UTC |
| 5th row | 2019-01-31 04:00:00 +0000 UTC |
| Value | Count | Frequency (%) |
| 0000 | 44256 | |
| utc | 44256 | |
| 11:00:00 | 1853 | 1.0% |
| 09:00:00 | 1852 | 1.0% |
| 12:00:00 | 1852 | 1.0% |
| 08:00:00 | 1852 | 1.0% |
| 02:00:00 | 1851 | 1.0% |
| 10:00:00 | 1850 | 1.0% |
| 18:00:00 | 1848 | 1.0% |
| 19:00:00 | 1847 | 1.0% |
| Other values (1812) | 73707 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 485221 | |
| 132768 | 10.3% | |
| 2 | 128329 | 10.0% |
| - | 88512 | 6.9% |
| : | 88512 | 6.9% |
| 1 | 79230 | 6.2% |
| U | 44256 | 3.4% |
| C | 44256 | 3.4% |
| T | 44256 | 3.4% |
| + | 44256 | 3.4% |
| Other values (7) | 103828 | 8.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1283424 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 485221 | |
| 132768 | 10.3% | |
| 2 | 128329 | 10.0% |
| - | 88512 | 6.9% |
| : | 88512 | 6.9% |
| 1 | 79230 | 6.2% |
| U | 44256 | 3.4% |
| C | 44256 | 3.4% |
| T | 44256 | 3.4% |
| + | 44256 | 3.4% |
| Other values (7) | 103828 | 8.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1283424 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 485221 | |
| 132768 | 10.3% | |
| 2 | 128329 | 10.0% |
| - | 88512 | 6.9% |
| : | 88512 | 6.9% |
| 1 | 79230 | 6.2% |
| U | 44256 | 3.4% |
| C | 44256 | 3.4% |
| T | 44256 | 3.4% |
| + | 44256 | 3.4% |
| Other values (7) | 103828 | 8.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1283424 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 485221 | |
| 132768 | 10.3% | |
| 2 | 128329 | 10.0% |
| - | 88512 | 6.9% |
| : | 88512 | 6.9% |
| 1 | 79230 | 6.2% |
| U | 44256 | 3.4% |
| C | 44256 | 3.4% |
| T | 44256 | 3.4% |
| + | 44256 | 3.4% |
| Other values (7) | 103828 | 8.1% |
timezone
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 345.9 KiB |
| -14400 | |
|---|---|
| -18000 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -18000 |
|---|---|
| 2nd row | -18000 |
| 3rd row | -18000 |
| 4th row | -18000 |
| 5th row | -18000 |
Common Values
| Value | Count | Frequency (%) |
| -14400 | 29146 | |
| -18000 | 15110 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 14400 | 29146 | |
| 18000 | 15110 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 103622 | |
| 4 | 58292 | |
| - | 44256 | |
| 1 | 44256 | |
| 8 | 15110 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 265536 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 103622 | |
| 4 | 58292 | |
| - | 44256 | |
| 1 | 44256 | |
| 8 | 15110 | 5.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 265536 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 103622 | |
| 4 | 58292 | |
| - | 44256 | |
| 1 | 44256 | |
| 8 | 15110 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 265536 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 103622 | |
| 4 | 58292 | |
| - | 44256 | |
| 1 | 44256 | |
| 8 | 15110 | 5.7% |
city_name
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 345.9 KiB |
| Toronto |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Toronto |
|---|---|
| 2nd row | Toronto |
| 3rd row | Toronto |
| 4th row | Toronto |
| 5th row | Toronto |
Common Values
| Value | Count | Frequency (%) |
| Toronto | 44256 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| toronto | 44256 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 132768 | |
| T | 44256 | 14.3% |
| r | 44256 | 14.3% |
| n | 44256 | 14.3% |
| t | 44256 | 14.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 309792 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 132768 | |
| T | 44256 | 14.3% |
| r | 44256 | 14.3% |
| n | 44256 | 14.3% |
| t | 44256 | 14.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 309792 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 132768 | |
| T | 44256 | 14.3% |
| r | 44256 | 14.3% |
| n | 44256 | 14.3% |
| t | 44256 | 14.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 309792 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 132768 | |
| T | 44256 | 14.3% |
| r | 44256 | 14.3% |
| n | 44256 | 14.3% |
| t | 44256 | 14.3% |
lat
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 345.9 KiB |
| 43.653226 |
|---|
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 43.653226 |
|---|---|
| 2nd row | 43.653226 |
| 3rd row | 43.653226 |
| 4th row | 43.653226 |
| 5th row | 43.653226 |
Common Values
| Value | Count | Frequency (%) |
| 43.653226 | 44256 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 43.653226 | 44256 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 88512 | |
| 6 | 88512 | |
| 2 | 88512 | |
| 4 | 44256 | |
| . | 44256 | |
| 5 | 44256 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 398304 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 88512 | |
| 6 | 88512 | |
| 2 | 88512 | |
| 4 | 44256 | |
| . | 44256 | |
| 5 | 44256 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 398304 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 88512 | |
| 6 | 88512 | |
| 2 | 88512 | |
| 4 | 44256 | |
| . | 44256 | |
| 5 | 44256 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 398304 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 88512 | |
| 6 | 88512 | |
| 2 | 88512 | |
| 4 | 44256 | |
| . | 44256 | |
| 5 | 44256 |
lon
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 345.9 KiB |
| -79.383184 |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -79.383184 |
|---|---|
| 2nd row | -79.383184 |
| 3rd row | -79.383184 |
| 4th row | -79.383184 |
| 5th row | -79.383184 |
Common Values
| Value | Count | Frequency (%) |
| -79.383184 | 44256 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 79.383184 | 44256 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 88512 | |
| 8 | 88512 | |
| - | 44256 | |
| 7 | 44256 | |
| 9 | 44256 | |
| . | 44256 | |
| 1 | 44256 | |
| 4 | 44256 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 442560 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 88512 | |
| 8 | 88512 | |
| - | 44256 | |
| 7 | 44256 | |
| 9 | 44256 | |
| . | 44256 | |
| 1 | 44256 | |
| 4 | 44256 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 442560 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 88512 | |
| 8 | 88512 | |
| - | 44256 | |
| 7 | 44256 | |
| 9 | 44256 | |
| . | 44256 | |
| 1 | 44256 | |
| 4 | 44256 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 442560 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 88512 | |
| 8 | 88512 | |
| - | 44256 | |
| 7 | 44256 | |
| 9 | 44256 | |
| . | 44256 | |
| 1 | 44256 | |
| 4 | 44256 |
temp
Real number (ℝ)
High correlation 
| Distinct | 4553 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.28196 |
| Minimum | -20.54 |
|---|---|
| Maximum | 34.77 |
| Zeros | 23 |
| Zeros (%) | 0.1% |
| Negative | 6921 |
| Negative (%) | 15.6% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | -20.54 |
|---|---|
| 5-th percentile | -5.34 |
| Q1 | 2.24 |
| median | 9.7 |
| Q3 | 19.04 |
| 95-th percentile | 25.66 |
| Maximum | 34.77 |
| Range | 55.31 |
| Interquartile range (IQR) | 16.8 |
Descriptive statistics
| Standard deviation | 10.00777 |
|---|---|
| Coefficient of variation (CV) | 0.97333296 |
| Kurtosis | -0.85518712 |
| Mean | 10.28196 |
| Median Absolute Deviation (MAD) | 8.2 |
| Skewness | -0.050281446 |
| Sum | 455038.41 |
| Variance | 100.15547 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.03 | 44 | 0.1% |
| 1.02 | 44 | 0.1% |
| 1.87 | 42 | 0.1% |
| 0.95 | 41 | 0.1% |
| 1.97 | 40 | 0.1% |
| 0.83 | 39 | 0.1% |
| 2.03 | 38 | 0.1% |
| 1.8 | 38 | 0.1% |
| 1.83 | 37 | 0.1% |
| 1.86 | 37 | 0.1% |
| Other values (4543) | 43856 |
| Value | Count | Frequency (%) |
| -20.54 | 1 | |
| -20.39 | 1 | |
| -20.38 | 1 | |
| -20.35 | 1 | |
| -20.28 | 1 | |
| -20.25 | 1 | |
| -20.24 | 1 | |
| -20.21 | 1 | |
| -20.07 | 1 | |
| -19.99 | 1 |
| Value | Count | Frequency (%) |
| 34.77 | 1 | |
| 34.62 | 1 | |
| 34.47 | 1 | |
| 34.35 | 1 | |
| 34.28 | 1 | |
| 34 | 1 | |
| 33.94 | 1 | |
| 33.91 | 1 | |
| 33.87 | 1 | |
| 33.86 | 1 |
visibility
Real number (ℝ)
Missing 
| Distinct | 396 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 9162 |
| Missing (%) | 20.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8884.1324 |
| Minimum | 1 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2816 |
| Q1 | 10000 |
| median | 10000 |
| Q3 | 10000 |
| 95-th percentile | 10000 |
| Maximum | 10000 |
| Range | 9999 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2468.8338 |
|---|---|
| Coefficient of variation (CV) | 0.27789251 |
| Kurtosis | 3.6614694 |
| Mean | 8884.1324 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.2063055 |
| Sum | 3.1177974 × 108 |
| Variance | 6095140.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 27245 | |
| 9656 | 512 | 1.2% |
| 4828 | 489 | 1.1% |
| 8047 | 437 | 1.0% |
| 6437 | 370 | 0.8% |
| 4023 | 154 | 0.3% |
| 3219 | 111 | 0.3% |
| 402 | 99 | 0.2% |
| 2816 | 96 | 0.2% |
| 8046 | 85 | 0.2% |
| Other values (386) | 5496 | 12.4% |
| (Missing) | 9162 | 20.7% |
| Value | Count | Frequency (%) |
| 1 | 39 | |
| 2 | 26 | |
| 3 | 27 | |
| 4 | 23 | |
| 5 | 20 | |
| 6 | 16 | |
| 7 | 12 | < 0.1% |
| 8 | 7 | < 0.1% |
| 9 | 11 | < 0.1% |
| 10 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 10000 | 27245 | |
| 9656 | 512 | 1.2% |
| 9000 | 2 | < 0.1% |
| 8086 | 1 | < 0.1% |
| 8081 | 1 | < 0.1% |
| 8071 | 1 | < 0.1% |
| 8070 | 1 | < 0.1% |
| 8066 | 1 | < 0.1% |
| 8064 | 5 | < 0.1% |
| 8061 | 2 | < 0.1% |
dew_point
Real number (ℝ)
High correlation 
| Distinct | 4226 |
|---|---|
| Distinct (%) | 9.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7343538 |
| Minimum | -26.69 |
|---|---|
| Maximum | 24.49 |
| Zeros | 22 |
| Zeros (%) | < 0.1% |
| Negative | 15057 |
| Negative (%) | 34.0% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | -26.69 |
|---|---|
| 5-th percentile | -10.6625 |
| Q1 | -2.06 |
| median | 4.2 |
| Q3 | 12.69 |
| 95-th percentile | 19.14 |
| Maximum | 24.49 |
| Range | 51.18 |
| Interquartile range (IQR) | 14.75 |
Descriptive statistics
| Standard deviation | 9.3186992 |
|---|---|
| Coefficient of variation (CV) | 1.9683149 |
| Kurtosis | -0.69015364 |
| Mean | 4.7343538 |
| Median Absolute Deviation (MAD) | 7.24 |
| Skewness | -0.13907448 |
| Sum | 209523.56 |
| Variance | 86.838154 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.07 | 35 | 0.1% |
| -0.31 | 35 | 0.1% |
| 1.39 | 34 | 0.1% |
| -1.31 | 33 | 0.1% |
| 0.51 | 31 | 0.1% |
| 2.95 | 31 | 0.1% |
| -0.93 | 31 | 0.1% |
| 1.52 | 30 | 0.1% |
| 1.62 | 30 | 0.1% |
| 1.79 | 30 | 0.1% |
| Other values (4216) | 43936 |
| Value | Count | Frequency (%) |
| -26.69 | 1 | |
| -26.53 | 1 | |
| -26.28 | 1 | |
| -26.27 | 1 | |
| -26.14 | 1 | |
| -26.1 | 1 | |
| -26.07 | 1 | |
| -26.04 | 1 | |
| -25.95 | 1 | |
| -25.83 | 1 |
| Value | Count | Frequency (%) |
| 24.49 | 1 | |
| 24.24 | 1 | |
| 24.06 | 2 | |
| 24.05 | 1 | |
| 23.9 | 1 | |
| 23.81 | 1 | |
| 23.72 | 1 | |
| 23.68 | 2 | |
| 23.64 | 1 | |
| 23.62 | 1 |
feels_like
Real number (ℝ)
High correlation 
| Distinct | 5336 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0260855 |
| Minimum | -27.54 |
|---|---|
| Maximum | 37.67 |
| Zeros | 16 |
| Zeros (%) | < 0.1% |
| Negative | 13864 |
| Negative (%) | 31.3% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | -27.54 |
|---|---|
| 5-th percentile | -11.56 |
| Q1 | -2.05 |
| median | 8.425 |
| Q3 | 18.83 |
| 95-th percentile | 25.8525 |
| Maximum | 37.67 |
| Range | 65.21 |
| Interquartile range (IQR) | 20.88 |
Descriptive statistics
| Standard deviation | 12.203441 |
|---|---|
| Coefficient of variation (CV) | 1.5204724 |
| Kurtosis | -0.96220163 |
| Mean | 8.0260855 |
| Median Absolute Deviation (MAD) | 10.435 |
| Skewness | -0.11635359 |
| Sum | 355202.44 |
| Variance | 148.92398 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -5.01 | 29 | 0.1% |
| -3.5 | 28 | 0.1% |
| 21.89 | 27 | 0.1% |
| -4.97 | 26 | 0.1% |
| 19.72 | 26 | 0.1% |
| 21.27 | 26 | 0.1% |
| -5.17 | 26 | 0.1% |
| -2.37 | 25 | 0.1% |
| -1.95 | 25 | 0.1% |
| -4.1 | 25 | 0.1% |
| Other values (5326) | 43993 |
| Value | Count | Frequency (%) |
| -27.54 | 1 | |
| -27.39 | 1 | |
| -27.38 | 1 | |
| -27.35 | 1 | |
| -27.28 | 1 | |
| -27.24 | 1 | |
| -27.21 | 1 | |
| -27.18 | 1 | |
| -27.07 | 1 | |
| -26.99 | 1 |
| Value | Count | Frequency (%) |
| 37.67 | 1 | |
| 36.85 | 1 | |
| 36.82 | 1 | |
| 36.56 | 1 | |
| 36.52 | 1 | |
| 36.37 | 1 | |
| 36.35 | 1 | |
| 36.1 | 1 | |
| 36.05 | 1 | |
| 36.03 | 2 |
temp_min
Real number (ℝ)
High correlation 
| Distinct | 1448 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.2571719 |
| Minimum | -23.12 |
|---|---|
| Maximum | 34.02 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8613 |
| Negative (%) | 19.5% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | -23.12 |
|---|---|
| 5-th percentile | -6.68 |
| Q1 | 1.32 |
| median | 8.59 |
| Q3 | 17.91 |
| 95-th percentile | 24.7 |
| Maximum | 34.02 |
| Range | 57.14 |
| Interquartile range (IQR) | 16.59 |
Descriptive statistics
| Standard deviation | 10.051613 |
|---|---|
| Coefficient of variation (CV) | 1.085819 |
| Kurtosis | -0.81764144 |
| Mean | 9.2571719 |
| Median Absolute Deviation (MAD) | 8.12 |
| Skewness | -0.063775913 |
| Sum | 409685.4 |
| Variance | 101.03493 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.55 | 359 | 0.8% |
| 4.89 | 319 | 0.7% |
| 19.89 | 295 | 0.7% |
| 0.47 | 290 | 0.7% |
| 5.89 | 288 | 0.7% |
| 2.55 | 287 | 0.6% |
| 1.32 | 267 | 0.6% |
| 20.89 | 266 | 0.6% |
| 6.89 | 266 | 0.6% |
| 21.89 | 265 | 0.6% |
| Other values (1438) | 41354 |
| Value | Count | Frequency (%) |
| -23.12 | 2 | < 0.1% |
| -22.57 | 1 | < 0.1% |
| -22.45 | 1 | < 0.1% |
| -22.24 | 1 | < 0.1% |
| -22.15 | 1 | < 0.1% |
| -22.01 | 1 | < 0.1% |
| -21.46 | 1 | < 0.1% |
| -21.45 | 5 | |
| -21.2 | 1 | < 0.1% |
| -21.13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 34.02 | 1 | < 0.1% |
| 33.96 | 1 | < 0.1% |
| 33.89 | 1 | < 0.1% |
| 33.82 | 1 | < 0.1% |
| 33.41 | 1 | < 0.1% |
| 33.27 | 1 | < 0.1% |
| 33.25 | 1 | < 0.1% |
| 32.89 | 1 | < 0.1% |
| 32.76 | 3 | |
| 32.71 | 2 |
temp_max
Real number (ℝ)
High correlation 
| Distinct | 1494 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.170995 |
| Minimum | -20.07 |
|---|---|
| Maximum | 35.56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6025 |
| Negative (%) | 13.6% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | -20.07 |
|---|---|
| 5-th percentile | -4.85 |
| Q1 | 2.93 |
| median | 10.56 |
| Q3 | 20.07 |
| 95-th percentile | 27.14 |
| Maximum | 35.56 |
| Range | 55.63 |
| Interquartile range (IQR) | 17.14 |
Descriptive statistics
| Standard deviation | 10.27712 |
|---|---|
| Coefficient of variation (CV) | 0.91998248 |
| Kurtosis | -0.86548756 |
| Mean | 11.170995 |
| Median Absolute Deviation (MAD) | 8.41 |
| Skewness | -0.032832508 |
| Sum | 494383.55 |
| Variance | 105.61919 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.15 | 583 | 1.3% |
| 3.15 | 568 | 1.3% |
| 5.15 | 507 | 1.1% |
| 1.15 | 502 | 1.1% |
| 0.15 | 464 | 1.0% |
| 2.15 | 439 | 1.0% |
| -0.85 | 342 | 0.8% |
| 9.15 | 342 | 0.8% |
| 8.15 | 310 | 0.7% |
| 10.15 | 296 | 0.7% |
| Other values (1484) | 39903 |
| Value | Count | Frequency (%) |
| -20.07 | 4 | |
| -19.93 | 1 | < 0.1% |
| -19.85 | 2 | < 0.1% |
| -19.73 | 1 | < 0.1% |
| -19.45 | 1 | < 0.1% |
| -19.32 | 4 | |
| -19.07 | 5 | |
| -18.94 | 1 | < 0.1% |
| -18.85 | 1 | < 0.1% |
| -18.81 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 35.56 | 1 | < 0.1% |
| 35.55 | 2 | < 0.1% |
| 35.26 | 1 | < 0.1% |
| 35.15 | 2 | < 0.1% |
| 34.7 | 1 | < 0.1% |
| 34.56 | 6 | |
| 34.55 | 3 | |
| 34.52 | 1 | < 0.1% |
| 34.36 | 2 | < 0.1% |
| 34.15 | 5 |
pressure
Real number (ℝ)
| Distinct | 67 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1016.0306 |
| Minimum | 981 |
|---|---|
| Maximum | 1048 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | 981 |
|---|---|
| 5-th percentile | 1003 |
| Q1 | 1011 |
| median | 1016 |
| Q3 | 1021 |
| 95-th percentile | 1029 |
| Maximum | 1048 |
| Range | 67 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.0384127 |
|---|---|
| Coefficient of variation (CV) | 0.0079115853 |
| Kurtosis | 0.27384373 |
| Mean | 1016.0306 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.020865686 |
| Sum | 44965450 |
| Variance | 64.616079 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1016 | 2374 | 5.4% |
| 1017 | 2348 | 5.3% |
| 1015 | 2243 | 5.1% |
| 1018 | 2226 | 5.0% |
| 1014 | 2212 | 5.0% |
| 1013 | 2155 | 4.9% |
| 1012 | 2136 | 4.8% |
| 1019 | 2096 | 4.7% |
| 1011 | 1933 | 4.4% |
| 1020 | 1801 | 4.1% |
| Other values (57) | 22732 |
| Value | Count | Frequency (%) |
| 981 | 3 | < 0.1% |
| 982 | 2 | < 0.1% |
| 984 | 4 | < 0.1% |
| 985 | 2 | < 0.1% |
| 986 | 14 | |
| 987 | 8 | < 0.1% |
| 988 | 11 | |
| 989 | 15 | |
| 990 | 26 | |
| 991 | 21 |
| Value | Count | Frequency (%) |
| 1048 | 3 | < 0.1% |
| 1047 | 3 | < 0.1% |
| 1046 | 1 | < 0.1% |
| 1045 | 2 | < 0.1% |
| 1044 | 2 | < 0.1% |
| 1043 | 7 | < 0.1% |
| 1042 | 14 | < 0.1% |
| 1041 | 22 | |
| 1040 | 31 | |
| 1039 | 40 |
sea_level
Unsupported
Missing  Rejected  Unsupported 
| Missing | 44256 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 345.9 KiB |
grnd_level
Unsupported
Missing  Rejected  Unsupported 
| Missing | 44256 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 345.9 KiB |
humidity
Real number (ℝ)
High correlation 
| Distinct | 86 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.858482 |
| Minimum | 15 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 41 |
| Q1 | 59 |
| median | 71 |
| Q3 | 82 |
| 95-th percentile | 93 |
| Maximum | 100 |
| Range | 85 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 15.880898 |
|---|---|
| Coefficient of variation (CV) | 0.22732956 |
| Kurtosis | -0.36672329 |
| Mean | 69.858482 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.43961878 |
| Sum | 3091657 |
| Variance | 252.20293 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70 | 1133 | 2.6% |
| 69 | 1106 | 2.5% |
| 72 | 1105 | 2.5% |
| 71 | 1078 | 2.4% |
| 74 | 1077 | 2.4% |
| 73 | 1061 | 2.4% |
| 66 | 1015 | 2.3% |
| 67 | 1014 | 2.3% |
| 76 | 1001 | 2.3% |
| 77 | 997 | 2.3% |
| Other values (76) | 33669 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 16 | 4 | < 0.1% |
| 17 | 4 | < 0.1% |
| 18 | 3 | < 0.1% |
| 19 | 5 | < 0.1% |
| 20 | 2 | < 0.1% |
| 21 | 8 | < 0.1% |
| 22 | 10 | < 0.1% |
| 23 | 14 | |
| 24 | 26 |
| Value | Count | Frequency (%) |
| 100 | 5 | < 0.1% |
| 99 | 11 | < 0.1% |
| 98 | 68 | 0.2% |
| 97 | 182 | 0.4% |
| 96 | 418 | |
| 95 | 561 | |
| 94 | 761 | |
| 93 | 818 | |
| 92 | 750 | |
| 91 | 755 |
wind_speed
Real number (ℝ)
High correlation  Zeros 
| Distinct | 585 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4245982 |
| Minimum | 0 |
|---|---|
| Maximum | 21.6 |
| Zeros | 530 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.89 |
| Q1 | 2.1 |
| median | 3.6 |
| Q3 | 6.2 |
| 95-th percentile | 10.29 |
| Maximum | 21.6 |
| Range | 21.6 |
| Interquartile range (IQR) | 4.1 |
Descriptive statistics
| Standard deviation | 2.9817007 |
|---|---|
| Coefficient of variation (CV) | 0.67389186 |
| Kurtosis | 0.805581 |
| Mean | 4.4245982 |
| Median Absolute Deviation (MAD) | 2.06 |
| Skewness | 0.95731719 |
| Sum | 195815.02 |
| Variance | 8.8905393 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.6 | 2709 | 6.1% |
| 4.12 | 1653 | 3.7% |
| 0.89 | 1630 | 3.7% |
| 1.34 | 1618 | 3.7% |
| 4.63 | 1544 | 3.5% |
| 5.14 | 1488 | 3.4% |
| 7.2 | 1442 | 3.3% |
| 0.45 | 1426 | 3.2% |
| 3.1 | 1323 | 3.0% |
| 3.09 | 1213 | 2.7% |
| Other values (575) | 28210 |
| Value | Count | Frequency (%) |
| 0 | 530 | |
| 0.07 | 1 | < 0.1% |
| 0.11 | 3 | < 0.1% |
| 0.14 | 1 | < 0.1% |
| 0.17 | 2 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| 0.19 | 2 | < 0.1% |
| 0.2 | 2 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| 0.25 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 21.6 | 1 | < 0.1% |
| 20.06 | 1 | < 0.1% |
| 19.55 | 1 | < 0.1% |
| 19.03 | 2 | < 0.1% |
| 19 | 3 | < 0.1% |
| 18.52 | 1 | < 0.1% |
| 18.5 | 2 | < 0.1% |
| 18.01 | 4 | |
| 17.5 | 4 | |
| 17.49 | 8 |
wind_deg
Real number (ℝ)
Zeros 
| Distinct | 361 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 195.73529 |
| Minimum | 0 |
|---|---|
| Maximum | 360 |
| Zeros | 1514 |
| Zeros (%) | 3.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 80 |
| median | 221 |
| Q3 | 290 |
| 95-th percentile | 333 |
| Maximum | 360 |
| Range | 360 |
| Interquartile range (IQR) | 210 |
Descriptive statistics
| Standard deviation | 105.84824 |
|---|---|
| Coefficient of variation (CV) | 0.54077237 |
| Kurtosis | -1.291785 |
| Mean | 195.73529 |
| Median Absolute Deviation (MAD) | 89 |
| Skewness | -0.30372083 |
| Sum | 8662461 |
| Variance | 11203.849 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70 | 2430 | 5.5% |
| 60 | 2423 | 5.5% |
| 320 | 1963 | 4.4% |
| 310 | 1760 | 4.0% |
| 300 | 1689 | 3.8% |
| 270 | 1659 | 3.7% |
| 290 | 1605 | 3.6% |
| 80 | 1597 | 3.6% |
| 280 | 1592 | 3.6% |
| 0 | 1514 | 3.4% |
| Other values (351) | 26024 |
| Value | Count | Frequency (%) |
| 0 | 1514 | |
| 1 | 25 | 0.1% |
| 2 | 14 | < 0.1% |
| 3 | 13 | < 0.1% |
| 4 | 17 | < 0.1% |
| 5 | 45 | 0.1% |
| 6 | 15 | < 0.1% |
| 7 | 11 | < 0.1% |
| 8 | 17 | < 0.1% |
| 9 | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 360 | 339 | |
| 359 | 12 | < 0.1% |
| 358 | 25 | 0.1% |
| 357 | 27 | 0.1% |
| 356 | 17 | < 0.1% |
| 355 | 57 | 0.1% |
| 354 | 24 | 0.1% |
| 353 | 18 | < 0.1% |
| 352 | 31 | 0.1% |
| 351 | 27 | 0.1% |
wind_gust
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 116 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 23716 |
| Missing (%) | 53.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.7362381 |
| Minimum | 0 |
|---|---|
| Maximum | 32.9 |
| Zeros | 2343 |
| Zeros (%) | 5.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.58 |
| median | 8.23 |
| Q3 | 11.32 |
| 95-th percentile | 15.95 |
| Maximum | 32.9 |
| Range | 32.9 |
| Interquartile range (IQR) | 7.74 |
Descriptive statistics
| Standard deviation | 4.9787839 |
|---|---|
| Coefficient of variation (CV) | 0.64356653 |
| Kurtosis | -0.6260404 |
| Mean | 7.7362381 |
| Median Absolute Deviation (MAD) | 3.76 |
| Skewness | 0.11941652 |
| Sum | 158902.33 |
| Variance | 24.788289 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2343 | 5.3% |
| 7.72 | 822 | 1.9% |
| 10.8 | 817 | 1.8% |
| 5.36 | 665 | 1.5% |
| 3.58 | 640 | 1.4% |
| 8.23 | 611 | 1.4% |
| 1.34 | 606 | 1.4% |
| 3.13 | 592 | 1.3% |
| 4.02 | 576 | 1.3% |
| 10.29 | 573 | 1.3% |
| Other values (106) | 12295 | |
| (Missing) | 23716 |
| Value | Count | Frequency (%) |
| 0 | 2343 | |
| 0.45 | 16 | < 0.1% |
| 0.89 | 253 | 0.6% |
| 1.34 | 606 | 1.4% |
| 1.79 | 199 | 0.4% |
| 2.24 | 410 | 0.9% |
| 2.68 | 512 | 1.2% |
| 3.13 | 592 | 1.3% |
| 3.58 | 640 | 1.4% |
| 4.02 | 576 | 1.3% |
| Value | Count | Frequency (%) |
| 32.9 | 1 | < 0.1% |
| 25.72 | 2 | |
| 25.21 | 2 | |
| 25.2 | 1 | < 0.1% |
| 24.69 | 1 | < 0.1% |
| 24.2 | 3 | |
| 24.18 | 2 | |
| 23.66 | 2 | |
| 23.2 | 1 | < 0.1% |
| 23.15 | 1 | < 0.1% |
rain_1h
Real number (ℝ)
High correlation  Missing 
| Distinct | 446 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 36961 |
| Missing (%) | 83.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97335298 |
| Minimum | 0.1 |
|---|---|
| Maximum | 28.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.13 |
| Q1 | 0.25 |
| median | 0.5 |
| Q3 | 1.02 |
| 95-th percentile | 3.403 |
| Maximum | 28.7 |
| Range | 28.6 |
| Interquartile range (IQR) | 0.77 |
Descriptive statistics
| Standard deviation | 1.5535062 |
|---|---|
| Coefficient of variation (CV) | 1.5960358 |
| Kurtosis | 44.146918 |
| Mean | 0.97335298 |
| Median Absolute Deviation (MAD) | 0.27 |
| Skewness | 5.192797 |
| Sum | 7100.61 |
| Variance | 2.4133814 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.25 | 1276 | 2.9% |
| 0.51 | 628 | 1.4% |
| 0.23 | 341 | 0.8% |
| 0.76 | 165 | 0.4% |
| 0.28 | 160 | 0.4% |
| 1.02 | 143 | 0.3% |
| 0.38 | 143 | 0.3% |
| 0.1 | 120 | 0.3% |
| 0.11 | 104 | 0.2% |
| 0.12 | 104 | 0.2% |
| Other values (436) | 4111 | 9.3% |
| (Missing) | 36961 |
| Value | Count | Frequency (%) |
| 0.1 | 120 | |
| 0.11 | 104 | |
| 0.12 | 104 | |
| 0.13 | 91 | |
| 0.14 | 84 | |
| 0.15 | 66 | |
| 0.16 | 58 | |
| 0.17 | 60 | |
| 0.18 | 67 | |
| 0.19 | 62 |
| Value | Count | Frequency (%) |
| 28.7 | 1 | |
| 24.89 | 1 | |
| 17.78 | 2 | |
| 15.41 | 1 | |
| 15.12 | 2 | |
| 14.48 | 2 | |
| 14.23 | 1 | |
| 14.05 | 1 | |
| 13.97 | 1 | |
| 13.12 | 2 |
rain_3h
Real number (ℝ)
High correlation  Missing 
| Distinct | 23 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 43924 |
| Missing (%) | 99.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8716867 |
| Minimum | 0.2 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.3 |
| median | 0.6 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 21 |
| Range | 20.8 |
| Interquartile range (IQR) | 1.7 |
Descriptive statistics
| Standard deviation | 3.2506536 |
|---|---|
| Coefficient of variation (CV) | 1.7367509 |
| Kurtosis | 15.880637 |
| Mean | 1.8716867 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 3.6397349 |
| Sum | 621.4 |
| Variance | 10.566749 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2 | 73 | 0.2% |
| 0.5 | 34 | 0.1% |
| 0.3 | 32 | 0.1% |
| 3 | 25 | 0.1% |
| 0.7 | 24 | 0.1% |
| 2 | 23 | 0.1% |
| 0.4 | 23 | 0.1% |
| 1 | 18 | < 0.1% |
| 0.6 | 13 | < 0.1% |
| 4 | 11 | < 0.1% |
| Other values (13) | 56 | 0.1% |
| (Missing) | 43924 |
| Value | Count | Frequency (%) |
| 0.2 | 73 | |
| 0.3 | 32 | |
| 0.4 | 23 | 0.1% |
| 0.5 | 34 | |
| 0.6 | 13 | < 0.1% |
| 0.7 | 24 | 0.1% |
| 0.8 | 9 | < 0.1% |
| 0.9 | 8 | < 0.1% |
| 1 | 18 | < 0.1% |
| 2 | 23 | 0.1% |
| Value | Count | Frequency (%) |
| 21 | 2 | < 0.1% |
| 20 | 3 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 10 | 4 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 5 | |
| 6 | 10 |
snow_1h
Real number (ℝ)
High correlation  Missing 
| Distinct | 124 |
|---|---|
| Distinct (%) | 9.8% |
| Missing | 42993 |
| Missing (%) | 97.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.53068884 |
| Minimum | 0.1 |
|---|---|
| Maximum | 11.18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.11 |
| Q1 | 0.2 |
| median | 0.26 |
| Q3 | 0.51 |
| 95-th percentile | 1.74 |
| Maximum | 11.18 |
| Range | 11.08 |
| Interquartile range (IQR) | 0.31 |
Descriptive statistics
| Standard deviation | 0.79376657 |
|---|---|
| Coefficient of variation (CV) | 1.4957288 |
| Kurtosis | 62.671518 |
| Mean | 0.53068884 |
| Median Absolute Deviation (MAD) | 0.13 |
| Skewness | 6.511843 |
| Sum | 670.26 |
| Variance | 0.63006537 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.25 | 176 | 0.4% |
| 0.51 | 138 | 0.3% |
| 0.23 | 76 | 0.2% |
| 0.2 | 56 | 0.1% |
| 0.1 | 53 | 0.1% |
| 0.28 | 40 | 0.1% |
| 0.11 | 38 | 0.1% |
| 0.12 | 37 | 0.1% |
| 0.13 | 31 | 0.1% |
| 0.76 | 30 | 0.1% |
| Other values (114) | 588 | 1.3% |
| (Missing) | 42993 |
| Value | Count | Frequency (%) |
| 0.1 | 53 | |
| 0.11 | 38 | |
| 0.12 | 37 | |
| 0.13 | 31 | |
| 0.14 | 26 | |
| 0.15 | 20 | < 0.1% |
| 0.16 | 27 | |
| 0.17 | 19 | < 0.1% |
| 0.18 | 18 | < 0.1% |
| 0.19 | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 11.18 | 1 | |
| 9.91 | 1 | |
| 8.89 | 1 | |
| 7.37 | 2 | |
| 6.1 | 1 | |
| 4.57 | 1 | |
| 4.32 | 1 | |
| 4.1 | 1 | |
| 4.06 | 1 | |
| 3.81 | 2 |
snow_3h
Real number (ℝ)
High correlation  Missing 
| Distinct | 13 |
|---|---|
| Distinct (%) | 26.0% |
| Missing | 44206 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3 |
| Minimum | 0.2 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.4 |
| median | 0.85 |
| Q3 | 1.75 |
| 95-th percentile | 5.1 |
| Maximum | 6 |
| Range | 5.8 |
| Interquartile range (IQR) | 1.35 |
Descriptive statistics
| Standard deviation | 1.4773114 |
|---|---|
| Coefficient of variation (CV) | 1.1363934 |
| Kurtosis | 4.3762911 |
| Mean | 1.3 |
| Median Absolute Deviation (MAD) | 0.45 |
| Skewness | 2.1624069 |
| Sum | 65 |
| Variance | 2.182449 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 8 | < 0.1% |
| 0.2 | 7 | < 0.1% |
| 2 | 6 | < 0.1% |
| 0.4 | 6 | < 0.1% |
| 0.9 | 4 | < 0.1% |
| 3 | 3 | < 0.1% |
| 0.3 | 3 | < 0.1% |
| 6 | 3 | < 0.1% |
| 0.7 | 3 | < 0.1% |
| 0.6 | 3 | < 0.1% |
| Other values (3) | 4 | < 0.1% |
| (Missing) | 44206 |
| Value | Count | Frequency (%) |
| 0.2 | 7 | |
| 0.3 | 3 | < 0.1% |
| 0.4 | 6 | |
| 0.5 | 2 | < 0.1% |
| 0.6 | 3 | < 0.1% |
| 0.7 | 3 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.9 | 4 | |
| 1 | 8 | |
| 2 | 6 |
| Value | Count | Frequency (%) |
| 6 | 3 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 3 | < 0.1% |
| 2 | 6 | |
| 1 | 8 | |
| 0.9 | 4 | |
| 0.8 | 1 | < 0.1% |
| 0.7 | 3 | < 0.1% |
| 0.6 | 3 | < 0.1% |
| 0.5 | 2 | < 0.1% |
clouds_all
Real number (ℝ)
High correlation  Zeros 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.013625 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 12685 |
| Zeros (%) | 28.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 75 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 100 |
Descriptive statistics
| Standard deviation | 43.987267 |
|---|---|
| Coefficient of variation (CV) | 0.77152202 |
| Kurtosis | -1.7190519 |
| Mean | 57.013625 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.29457849 |
| Sum | 2523195 |
| Variance | 1934.8797 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 17556 | |
| 0 | 12685 | |
| 75 | 3934 | 8.9% |
| 20 | 1691 | 3.8% |
| 40 | 1685 | 3.8% |
| 99 | 384 | 0.9% |
| 98 | 322 | 0.7% |
| 97 | 208 | 0.5% |
| 96 | 168 | 0.4% |
| 2 | 168 | 0.4% |
| Other values (91) | 5455 | 12.3% |
| Value | Count | Frequency (%) |
| 0 | 12685 | |
| 1 | 158 | 0.4% |
| 2 | 168 | 0.4% |
| 3 | 94 | 0.2% |
| 4 | 91 | 0.2% |
| 5 | 92 | 0.2% |
| 6 | 74 | 0.2% |
| 7 | 74 | 0.2% |
| 8 | 60 | 0.1% |
| 9 | 82 | 0.2% |
| Value | Count | Frequency (%) |
| 100 | 17556 | |
| 99 | 384 | 0.9% |
| 98 | 322 | 0.7% |
| 97 | 208 | 0.5% |
| 96 | 168 | 0.4% |
| 95 | 150 | 0.3% |
| 94 | 141 | 0.3% |
| 93 | 131 | 0.3% |
| 92 | 105 | 0.2% |
| 91 | 101 | 0.2% |
weather_id
Real number (ℝ)
High correlation 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 740.46247 |
| Minimum | 200 |
|---|---|
| Maximum | 804 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 345.9 KiB |
Quantile statistics
| Minimum | 200 |
|---|---|
| 5-th percentile | 500 |
| Q1 | 800 |
| median | 800 |
| Q3 | 804 |
| 95-th percentile | 804 |
| Maximum | 804 |
| Range | 604 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 116.27747 |
|---|---|
| Coefficient of variation (CV) | 0.15703357 |
| Kurtosis | 1.1240406 |
| Mean | 740.46247 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -1.5898262 |
| Sum | 32769907 |
| Variance | 13520.449 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 800 | 12962 | |
| 804 | 11263 | |
| 500 | 5446 | |
| 803 | 4416 | 10.0% |
| 802 | 2585 | 5.8% |
| 801 | 2217 | 5.0% |
| 701 | 1609 | 3.6% |
| 600 | 1485 | 3.4% |
| 501 | 1312 | 3.0% |
| 601 | 384 | 0.9% |
| Other values (9) | 577 | 1.3% |
| Value | Count | Frequency (%) |
| 200 | 33 | 0.1% |
| 201 | 16 | < 0.1% |
| 202 | 11 | < 0.1% |
| 211 | 50 | 0.1% |
| 500 | 5446 | |
| 501 | 1312 | 3.0% |
| 502 | 183 | 0.4% |
| 503 | 3 | < 0.1% |
| 600 | 1485 | 3.4% |
| 601 | 384 | 0.9% |
| Value | Count | Frequency (%) |
| 804 | 11263 | |
| 803 | 4416 | 10.0% |
| 802 | 2585 | 5.8% |
| 801 | 2217 | 5.0% |
| 800 | 12962 | |
| 741 | 128 | 0.3% |
| 721 | 142 | 0.3% |
| 701 | 1609 | 3.6% |
| 602 | 11 | < 0.1% |
| 601 | 384 | 0.9% |
weather_main
Categorical
High correlation 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 345.9 KiB |
| Clouds | |
|---|---|
| Clear | |
| Rain | |
| Snow | 1880 |
| Mist | 1609 |
| Other values (3) | 380 |
Length
| Max length | 12 |
|---|---|
| Median length | 6 |
| Mean length | 5.2354483 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Snow |
|---|---|
| 2nd row | Snow |
| 3rd row | Snow |
| 4th row | Clouds |
| 5th row | Clear |
Common Values
| Value | Count | Frequency (%) |
| Clouds | 20481 | |
| Clear | 12962 | |
| Rain | 6944 | 15.7% |
| Snow | 1880 | 4.2% |
| Mist | 1609 | 3.6% |
| Haze | 142 | 0.3% |
| Fog | 128 | 0.3% |
| Thunderstorm | 110 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| clouds | 20481 | |
| clear | 12962 | |
| rain | 6944 | 15.7% |
| snow | 1880 | 4.2% |
| mist | 1609 | 3.6% |
| haze | 142 | 0.3% |
| fog | 128 | 0.3% |
| thunderstorm | 110 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 33443 | |
| l | 33443 | |
| o | 22599 | |
| s | 22200 | |
| u | 20591 | |
| d | 20591 | |
| a | 20048 | |
| e | 13214 | 5.7% |
| r | 13182 | 5.7% |
| n | 8934 | 3.9% |
| Other values (13) | 23455 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 231700 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 33443 | |
| l | 33443 | |
| o | 22599 | |
| s | 22200 | |
| u | 20591 | |
| d | 20591 | |
| a | 20048 | |
| e | 13214 | 5.7% |
| r | 13182 | 5.7% |
| n | 8934 | 3.9% |
| Other values (13) | 23455 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 231700 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 33443 | |
| l | 33443 | |
| o | 22599 | |
| s | 22200 | |
| u | 20591 | |
| d | 20591 | |
| a | 20048 | |
| e | 13214 | 5.7% |
| r | 13182 | 5.7% |
| n | 8934 | 3.9% |
| Other values (13) | 23455 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 231700 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 33443 | |
| l | 33443 | |
| o | 22599 | |
| s | 22200 | |
| u | 20591 | |
| d | 20591 | |
| a | 20048 | |
| e | 13214 | 5.7% |
| r | 13182 | 5.7% |
| n | 8934 | 3.9% |
| Other values (13) | 23455 |
weather_description
Categorical
High correlation 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 345.9 KiB |
| sky is clear | |
|---|---|
| overcast clouds | |
| light rain | |
| broken clouds | |
| scattered clouds | |
| Other values (14) |
Length
| Max length | 28 |
|---|---|
| Median length | 22 |
| Mean length | 12.353489 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | light snow |
|---|---|
| 2nd row | light snow |
| 3rd row | light snow |
| 4th row | few clouds |
| 5th row | sky is clear |
Common Values
| Value | Count | Frequency (%) |
| sky is clear | 12962 | |
| overcast clouds | 11263 | |
| light rain | 5446 | |
| broken clouds | 4416 | 10.0% |
| scattered clouds | 2585 | 5.8% |
| few clouds | 2217 | 5.0% |
| mist | 1609 | 3.6% |
| light snow | 1485 | 3.4% |
| moderate rain | 1312 | 3.0% |
| snow | 384 | 0.9% |
| Other values (9) | 577 | 1.3% |
Length
| Value | Count | Frequency (%) |
| clouds | 20481 | |
| sky | 12962 | |
| clear | 12962 | |
| is | 12962 | |
| overcast | 11263 | |
| rain | 7004 | 7.0% |
| light | 6964 | 7.0% |
| broken | 4416 | 4.4% |
| scattered | 2585 | 2.6% |
| few | 2217 | 2.2% |
| Other values (10) | 5635 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 64035 | |
| 55195 | ||
| c | 47291 | 8.7% |
| l | 40407 | 7.4% |
| r | 39765 | 7.3% |
| o | 39590 | 7.2% |
| e | 39298 | 7.2% |
| a | 35476 | 6.5% |
| i | 28965 | 5.3% |
| t | 26964 | 4.9% |
| Other values (13) | 129730 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 546716 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| s | 64035 | |
| 55195 | ||
| c | 47291 | 8.7% |
| l | 40407 | 7.4% |
| r | 39765 | 7.3% |
| o | 39590 | 7.2% |
| e | 39298 | 7.2% |
| a | 35476 | 6.5% |
| i | 28965 | 5.3% |
| t | 26964 | 4.9% |
| Other values (13) | 129730 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 546716 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| s | 64035 | |
| 55195 | ||
| c | 47291 | 8.7% |
| l | 40407 | 7.4% |
| r | 39765 | 7.3% |
| o | 39590 | 7.2% |
| e | 39298 | 7.2% |
| a | 35476 | 6.5% |
| i | 28965 | 5.3% |
| t | 26964 | 4.9% |
| Other values (13) | 129730 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 546716 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| s | 64035 | |
| 55195 | ||
| c | 47291 | 8.7% |
| l | 40407 | 7.4% |
| r | 39765 | 7.3% |
| o | 39590 | 7.2% |
| e | 39298 | 7.2% |
| a | 35476 | 6.5% |
| i | 28965 | 5.3% |
| t | 26964 | 4.9% |
| Other values (13) | 129730 |
weather_icon
Categorical
High correlation 
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 345.9 KiB |
| 04n | |
|---|---|
| 04d | |
| 01n | |
| 01d | |
| 10d | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 13n |
|---|---|
| 2nd row | 13n |
| 3rd row | 13n |
| 4th row | 02n |
| 5th row | 01n |
Common Values
| Value | Count | Frequency (%) |
| 04n | 8002 | |
| 04d | 7677 | |
| 01n | 6736 | |
| 01d | 6226 | |
| 10d | 4098 | |
| 10n | 2846 | 6.4% |
| 03d | 1608 | 3.6% |
| 02d | 1267 | 2.9% |
| 50n | 1156 | 2.6% |
| 03n | 977 | 2.2% |
| Other values (6) | 3663 |
Length
| Value | Count | Frequency (%) |
| 04n | 8002 | |
| 04d | 7677 | |
| 01n | 6736 | |
| 01d | 6226 | |
| 10d | 4098 | |
| 10n | 2846 | 6.4% |
| 03d | 1608 | 3.6% |
| 02d | 1267 | 2.9% |
| 50n | 1156 | 2.6% |
| 03n | 977 | 2.2% |
| Other values (6) | 3663 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 42266 | |
| d | 22574 | |
| 1 | 22006 | |
| n | 21682 | |
| 4 | 15679 | 11.8% |
| 3 | 4465 | 3.4% |
| 2 | 2217 | 1.7% |
| 5 | 1879 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 132768 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 42266 | |
| d | 22574 | |
| 1 | 22006 | |
| n | 21682 | |
| 4 | 15679 | 11.8% |
| 3 | 4465 | 3.4% |
| 2 | 2217 | 1.7% |
| 5 | 1879 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 132768 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 42266 | |
| d | 22574 | |
| 1 | 22006 | |
| n | 21682 | |
| 4 | 15679 | 11.8% |
| 3 | 4465 | 3.4% |
| 2 | 2217 | 1.7% |
| 5 | 1879 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 132768 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 42266 | |
| d | 22574 | |
| 1 | 22006 | |
| n | 21682 | |
| 4 | 15679 | 11.8% |
| 3 | 4465 | 3.4% |
| 2 | 2217 | 1.7% |
| 5 | 1879 | 1.4% |
Interactions
Correlations
| clouds_all | dew_point | dt | feels_like | humidity | pressure | rain_1h | rain_3h | snow_1h | snow_3h | temp | temp_max | temp_min | timezone | visibility | weather_description | weather_icon | weather_id | weather_main | wind_deg | wind_gust | wind_speed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| clouds_all | 1.000 | -0.074 | 0.007 | -0.204 | 0.385 | -0.277 | 0.205 | 0.451 | 0.105 | 0.245 | -0.201 | -0.205 | -0.193 | 0.237 | -0.251 | 0.610 | 0.546 | 0.218 | 0.382 | -0.101 | 0.138 | 0.162 |
| dew_point | -0.074 | 1.000 | 0.087 | 0.928 | 0.192 | -0.359 | 0.138 | 0.143 | 0.166 | 0.346 | 0.923 | 0.919 | 0.922 | 0.658 | 0.055 | 0.154 | 0.155 | -0.078 | 0.158 | -0.138 | -0.300 | -0.388 |
| dt | 0.007 | 0.087 | 1.000 | 0.055 | 0.081 | -0.021 | 0.052 | 0.076 | 0.024 | 0.084 | 0.056 | 0.058 | 0.056 | 0.156 | 0.247 | 0.050 | 0.053 | 0.032 | 0.052 | 0.017 | 0.003 | 0.004 |
| feels_like | -0.204 | 0.928 | 0.055 | 1.000 | -0.144 | -0.252 | -0.008 | -0.173 | -0.050 | 0.030 | 0.995 | 0.994 | 0.993 | 0.742 | 0.124 | 0.167 | 0.184 | -0.011 | 0.172 | -0.092 | -0.348 | -0.455 |
| humidity | 0.385 | 0.192 | 0.081 | -0.144 | 1.000 | -0.302 | 0.393 | 0.550 | 0.398 | 0.565 | -0.166 | -0.171 | -0.164 | 0.213 | -0.257 | 0.219 | 0.228 | -0.222 | 0.231 | -0.163 | 0.020 | 0.021 |
| pressure | -0.277 | -0.359 | -0.021 | -0.252 | -0.302 | 1.000 | -0.186 | -0.316 | -0.175 | -0.185 | -0.263 | -0.260 | -0.268 | 0.247 | 0.147 | 0.134 | 0.132 | 0.134 | 0.147 | -0.045 | -0.140 | -0.087 |
| rain_1h | 0.205 | 0.138 | 0.052 | -0.008 | 0.393 | -0.186 | 1.000 | 0.804 | NaN | NaN | -0.006 | -0.007 | -0.002 | 0.080 | -0.161 | 0.414 | 0.070 | 0.581 | 0.078 | -0.118 | 0.099 | 0.074 |
| rain_3h | 0.451 | 0.143 | 0.076 | -0.173 | 0.550 | -0.316 | 0.804 | 1.000 | NaN | NaN | -0.175 | -0.178 | -0.164 | 0.159 | 0.091 | 0.363 | 0.184 | 0.474 | 0.170 | -0.263 | -0.132 | 0.147 |
| snow_1h | 0.105 | 0.166 | 0.024 | -0.050 | 0.398 | -0.175 | NaN | NaN | 1.000 | 0.699 | -0.021 | -0.018 | -0.013 | 0.000 | -0.297 | 0.307 | 0.000 | 0.691 | 0.000 | -0.101 | 0.084 | 0.098 |
| snow_3h | 0.245 | 0.346 | 0.084 | 0.030 | 0.565 | -0.185 | NaN | NaN | 0.699 | 1.000 | 0.132 | 0.098 | 0.083 | 0.000 | 0.275 | 0.571 | 0.364 | 0.667 | 1.000 | -0.193 | 0.006 | 0.067 |
| temp | -0.201 | 0.923 | 0.056 | 0.995 | -0.166 | -0.263 | -0.006 | -0.175 | -0.021 | 0.132 | 1.000 | 0.999 | 0.999 | 0.746 | 0.127 | 0.177 | 0.194 | -0.011 | 0.183 | -0.090 | -0.301 | -0.399 |
| temp_max | -0.205 | 0.919 | 0.058 | 0.994 | -0.171 | -0.260 | -0.007 | -0.178 | -0.018 | 0.098 | 0.999 | 1.000 | 0.997 | 0.747 | 0.126 | 0.176 | 0.195 | -0.011 | 0.182 | -0.100 | -0.308 | -0.407 |
| temp_min | -0.193 | 0.922 | 0.056 | 0.993 | -0.164 | -0.268 | -0.002 | -0.164 | -0.013 | 0.083 | 0.999 | 0.997 | 1.000 | 0.741 | 0.121 | 0.176 | 0.195 | -0.014 | 0.182 | -0.091 | -0.295 | -0.391 |
| timezone | 0.237 | 0.658 | 0.156 | 0.742 | 0.213 | 0.247 | 0.080 | 0.159 | 0.000 | 0.000 | 0.746 | 0.747 | 0.741 | 1.000 | 0.170 | 0.312 | 0.338 | 0.269 | 0.285 | 0.186 | 0.303 | 0.298 |
| visibility | -0.251 | 0.055 | 0.247 | 0.124 | -0.257 | 0.147 | -0.161 | 0.091 | -0.297 | 0.275 | 0.127 | 0.126 | 0.121 | 0.170 | 1.000 | 0.255 | 0.192 | 0.304 | 0.279 | 0.113 | 0.080 | -0.017 |
| weather_description | 0.610 | 0.154 | 0.050 | 0.167 | 0.219 | 0.134 | 0.414 | 0.363 | 0.307 | 0.571 | 0.177 | 0.176 | 0.176 | 0.312 | 0.255 | 1.000 | 0.686 | 1.000 | 1.000 | 0.089 | 0.103 | 0.095 |
| weather_icon | 0.546 | 0.155 | 0.053 | 0.184 | 0.228 | 0.132 | 0.070 | 0.184 | 0.000 | 0.364 | 0.194 | 0.195 | 0.195 | 0.338 | 0.192 | 0.686 | 1.000 | 0.894 | 0.846 | 0.111 | 0.124 | 0.083 |
| weather_id | 0.218 | -0.078 | 0.032 | -0.011 | -0.222 | 0.134 | 0.581 | 0.474 | 0.691 | 0.667 | -0.011 | -0.011 | -0.014 | 0.269 | 0.304 | 1.000 | 0.894 | 1.000 | 0.894 | 0.085 | -0.045 | -0.054 |
| weather_main | 0.382 | 0.158 | 0.052 | 0.172 | 0.231 | 0.147 | 0.078 | 0.170 | 0.000 | 1.000 | 0.183 | 0.182 | 0.182 | 0.285 | 0.279 | 1.000 | 0.846 | 0.894 | 1.000 | 0.093 | 0.095 | 0.087 |
| wind_deg | -0.101 | -0.138 | 0.017 | -0.092 | -0.163 | -0.045 | -0.118 | -0.263 | -0.101 | -0.193 | -0.090 | -0.100 | -0.091 | 0.186 | 0.113 | 0.089 | 0.111 | 0.085 | 0.093 | 1.000 | 0.103 | 0.092 |
| wind_gust | 0.138 | -0.300 | 0.003 | -0.348 | 0.020 | -0.140 | 0.099 | -0.132 | 0.084 | 0.006 | -0.301 | -0.308 | -0.295 | 0.303 | 0.080 | 0.103 | 0.124 | -0.045 | 0.095 | 0.103 | 1.000 | 0.800 |
| wind_speed | 0.162 | -0.388 | 0.004 | -0.455 | 0.021 | -0.087 | 0.074 | 0.147 | 0.098 | 0.067 | -0.399 | -0.407 | -0.391 | 0.298 | -0.017 | 0.095 | 0.083 | -0.054 | 0.087 | 0.092 | 0.800 | 1.000 |
Missing values
Sample
| dt | dt_iso | timezone | city_name | lat | lon | temp | visibility | dew_point | feels_like | temp_min | temp_max | pressure | sea_level | grnd_level | humidity | wind_speed | wind_deg | wind_gust | rain_1h | rain_3h | snow_1h | snow_3h | clouds_all | weather_id | weather_main | weather_description | weather_icon | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1548892800 | 2019-01-31 00:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | -17.57 | 1207.0 | -21.60 | -24.57 | -18.45 | -17.07 | 1018 | NaN | NaN | 68 | 14.92 | 240 | 20.06 | NaN | NaN | NaN | NaN | 40 | 600 | Snow | light snow | 13n |
| 1 | 1548896400 | 2019-01-31 01:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | -18.42 | 402.0 | -22.58 | -25.42 | -19.45 | -18.07 | 1019 | NaN | NaN | 67 | 15.40 | 250 | 19.00 | NaN | NaN | NaN | NaN | 40 | 600 | Snow | light snow | 13n |
| 2 | 1548900000 | 2019-01-31 02:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | -19.24 | 3218.0 | -23.07 | -26.24 | -20.45 | -18.81 | 1019 | NaN | NaN | 69 | 17.00 | 240 | 20.60 | NaN | NaN | NaN | NaN | 100 | 600 | Snow | light snow | 13n |
| 3 | 1548903600 | 2019-01-31 03:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | -19.40 | 10000.0 | -23.83 | -26.40 | -20.45 | -19.07 | 1019 | NaN | NaN | 65 | 15.40 | 250 | 18.00 | NaN | NaN | NaN | NaN | 20 | 801 | Clouds | few clouds | 02n |
| 4 | 1548907200 | 2019-01-31 04:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | -19.71 | 10000.0 | -24.44 | -26.71 | -21.45 | -19.07 | 1019 | NaN | NaN | 63 | 13.40 | 250 | 17.00 | NaN | NaN | NaN | NaN | 0 | 800 | Clear | sky is clear | 01n |
| 5 | 1548910800 | 2019-01-31 05:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | -20.38 | 10000.0 | -24.62 | -27.38 | -21.45 | -20.07 | 1019 | NaN | NaN | 66 | 12.40 | 260 | 15.40 | NaN | NaN | NaN | NaN | 0 | 800 | Clear | sky is clear | 01n |
| 6 | 1548914400 | 2019-01-31 06:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | -20.39 | 10000.0 | -24.63 | -27.39 | -21.20 | -20.07 | 1020 | NaN | NaN | 66 | 13.90 | 260 | 17.50 | NaN | NaN | NaN | NaN | 0 | 800 | Clear | sky is clear | 01n |
| 7 | 1548918000 | 2019-01-31 07:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | -20.54 | 10000.0 | -24.48 | -27.54 | -22.45 | -20.07 | 1020 | NaN | NaN | 68 | 13.40 | 260 | 16.00 | NaN | NaN | NaN | NaN | 0 | 800 | Clear | sky is clear | 01n |
| 8 | 1548921600 | 2019-01-31 08:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | -20.35 | 10000.0 | -24.15 | -27.35 | -21.45 | -20.07 | 1020 | NaN | NaN | 69 | 13.90 | 270 | 17.00 | NaN | NaN | NaN | NaN | 0 | 800 | Clear | sky is clear | 01n |
| 9 | 1548925200 | 2019-01-31 09:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | -20.24 | 10000.0 | -23.89 | -27.24 | -21.45 | -19.93 | 1021 | NaN | NaN | 70 | 11.32 | 270 | 15.43 | NaN | NaN | NaN | NaN | 0 | 800 | Clear | sky is clear | 01n |
| dt | dt_iso | timezone | city_name | lat | lon | temp | visibility | dew_point | feels_like | temp_min | temp_max | pressure | sea_level | grnd_level | humidity | wind_speed | wind_deg | wind_gust | rain_1h | rain_3h | snow_1h | snow_3h | clouds_all | weather_id | weather_main | weather_description | weather_icon | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 44246 | 1704045600 | 2023-12-31 18:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | 1.74 | 10000.0 | -1.03 | -2.82 | 1.03 | 2.34 | 1015 | NaN | NaN | 81 | 5.14 | 70 | NaN | NaN | NaN | NaN | NaN | 100 | 804 | Clouds | overcast clouds | 04d |
| 44247 | 1704049200 | 2023-12-31 19:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | 1.26 | 10000.0 | -0.58 | -3.93 | 0.89 | 2.34 | 1015 | NaN | NaN | 87 | 6.17 | 70 | NaN | NaN | NaN | 0.10 | NaN | 100 | 600 | Snow | light snow | 13d |
| 44248 | 1704049200 | 2023-12-31 19:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | 1.26 | 10000.0 | -0.58 | -3.93 | 0.89 | 2.34 | 1015 | NaN | NaN | 87 | 6.17 | 70 | NaN | NaN | NaN | 0.10 | NaN | 100 | 500 | Rain | light rain | 10d |
| 44249 | 1704052800 | 2023-12-31 20:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | 1.26 | 10000.0 | -0.58 | -3.42 | 0.89 | 2.34 | 1015 | NaN | NaN | 87 | 5.14 | 70 | NaN | NaN | NaN | 0.15 | NaN | 100 | 500 | Rain | light rain | 10d |
| 44250 | 1704052800 | 2023-12-31 20:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | 1.26 | 10000.0 | -0.58 | -3.42 | 0.89 | 2.34 | 1015 | NaN | NaN | 87 | 5.14 | 70 | NaN | NaN | NaN | 0.15 | NaN | 100 | 600 | Snow | light snow | 13d |
| 44251 | 1704056400 | 2023-12-31 21:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | 1.24 | 10000.0 | -0.46 | -3.71 | 0.54 | 2.34 | 1015 | NaN | NaN | 88 | 5.66 | 60 | NaN | NaN | NaN | 0.19 | NaN | 100 | 600 | Snow | light snow | 13d |
| 44252 | 1704060000 | 2023-12-31 22:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | 1.10 | 10000.0 | -0.72 | -4.13 | 0.47 | 1.79 | 1016 | NaN | NaN | 87 | 6.17 | 50 | 9.77 | NaN | NaN | 0.27 | NaN | 100 | 500 | Rain | light rain | 10n |
| 44253 | 1704060000 | 2023-12-31 22:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | 1.10 | 10000.0 | -0.72 | -4.13 | 0.47 | 1.79 | 1016 | NaN | NaN | 87 | 6.17 | 50 | 9.77 | NaN | NaN | 0.27 | NaN | 100 | 600 | Snow | light snow | 13n |
| 44254 | 1704063600 | 2023-12-31 23:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | 0.95 | 10000.0 | -0.71 | -5.36 | -0.02 | 1.79 | 1016 | NaN | NaN | 88 | 8.75 | 50 | 11.83 | NaN | NaN | 0.31 | NaN | 100 | 500 | Rain | light rain | 10n |
| 44255 | 1704063600 | 2023-12-31 23:00:00 +0000 UTC | -18000 | Toronto | 43.653226 | -79.383184 | 0.95 | 10000.0 | -0.71 | -5.36 | -0.02 | 1.79 | 1016 | NaN | NaN | 88 | 8.75 | 50 | 11.83 | NaN | NaN | 0.31 | NaN | 100 | 600 | Snow | light snow | 13n |